Gemini 3.7 Flash

https://storage.googleapis.com/gweb-uniblog-publish-prod/images/gemini-3-7-flash__evals__perform.width-1200.format-webp.webp
Gemini 3.7 Flash is the latest model, offering substantial improvements in coding and agent tasks with a lower price point than Gemini 3.6 Flash. It delivers strong gains in debugging, issue resolution, and code accuracy across various workflows and domains.

DeepSeek Harness developer preview

https://deepseek.com/harness/images/harness/feat-plugin.en.png
DeepSeek Harness is now in developer preview, offering a plugin-based system for agent developers to create custom harnesses. It provides various modes, including standard, code, minimal and creator modes with tools and capabilities that can be swapped or extended.

Spaghettifying DRAM

https://raw.githubusercontent.com/xoreaxeaxeax/skitter-creek-bath-salts/main/examples/unspaghettify.gif
The skitter-creek-bath-salts project exploits a vulnerability in AMD Family 16h CPUs by manipulating the DRAM controller to scramble memory, bypassing security features like SEV and SGX. This allows for unrestricted access to protected regions of memory, including PSP private memory and SMRAM.

Accelerating GPT-5.6 Sol Ultrafast

https://cdn.sanity.io/images/e4qjo92p/production/96417454c2234a5f3241876a06719db0d27fae1e-1273x910.png?auto=format&dpr=2&fit=max&q=75&w=1273
Cerebras and OpenAI are launching Ultrafast Mode, a new service tier powered by Cerebras that delivers up to 750 output tokens per second without quality compromise. This resolves the tradeoff between speed and intelligence in AI models, enabling faster inference for mission-critical work.

Codex in ChatGPT desktop app for Linux is now in preview

https://us1.discourse-cdn.com/openai1/original/4X/0/4/c/04c8546833f0824a49d21f50e2b08dd44bfd3d05.png
The ChatGPT desktop app for Linux is now available in preview, offering a native experience with supported Ubuntu and Debian versions. It provides a workspace for managing projects and running Codex alongside ChatGPT.

Gloomberb

https://gloom.sh/_next/image?url=%2Flanding-terminal.png&w=3840&q=75
See what's new in 0.10.5 ▞▀▖▜ ▌ ▌ ▌▄▖▐ ▞▀▖▞▀▖▛▚▀▖▛▀▖▞▀▖▙▀▖▛▀▖ ▌ ▌▐ ▌ ▌▌ ▌▌▐ ▌▌ ▌▛▀ ▌ ▌ ▌ ▝▀ ▘▝▀ ▝▀ ▘▝ ▘▀▀ ▝▀▘▘ ▀▀ Gloomberb is command-bar first. Type a ticker or a shortcut like DES AAPLor TOP and jump straight into the market view. Ranked stories, breaking news, sector feeds, global indices, FX, macro events, yield curves, movers, and sentiment.

Understanding is the new bottleneck

https://www.geoffreylitt.com/images/talks/understanding-bottleneck/slide-01.webp?1783098284
The talk discusses the importance of human understanding in systems built by agents, and provides techniques for efficiently understanding code, including explain-diff and shared spaces. These methods aim to bridge the gap between humans and AI, enabling active participation in creative processes.

Choose Boring Technology (2015)

https://i.imgur.com/FRQKLCy.jpg
The author reflects on the importance of technology choices in a company, emphasizing that innovation tokens should be spent wisely and that "boring" technologies like MySQL or PHP can be good enough. They advocate for mindful choice of technology to avoid overwhelming unknowns and operational costs.

Deutsche Bank becomes first foreign yuan clearing bank in Europe

https://tradersunion.com/uploads/images/authors/olga-shendetskaya.png
China has authorized Deutsche Bank to clear renminbi transactions in Europe, expanding the use of yuan in international trade and investment. This move strengthens a payments franchise for Deutsche Bank while broadening China's efforts to increase the currency's global role.

Mistral OCR 4.1

https://docs.mistral.ai/_next/image?url=%2Fassets%2Fsprites%2Fcat_idle.gif&w=640&q=75
Our latest OCR service powering our Document AI stack, with native paragraph-level bounding box extraction, structural block labels, and block-level confidence scores.

Ordinary Abundance

https://ordinaryabundance.com/assets/abundance-room-v8.jpg
People have made significant advancements in technology and daily life, including music on demand, electric light, art reproductions, vision correction, instant communication, clean running water and refrigeration.

Nine PBS sues Iron Mountain over blocked access to archival data

https://current.org/wp-content/uploads/2026/08/Denver_CO_City_and_County_Building_IMG_5541-crop-scaled-e1786478301201.jpeg
Nine PBS sued Iron Mountain Data Centers for over 50 terabytes of archival materials stored in a Denver data center after their cloud-storage vendor, Open Source Storage (OSS), cut off access without warning. The station claims OSS' predecessor owned the data and Iron Mountain refuses to return it due to OSS' ownership of the infrastructure housing the data.

Hello, me. It's been a while

The author reflects on how they've lost the habit of quiet thinking over 14 years, replaced by constant background noise. They rediscovered this habit and found it to be more enjoyable than filling silence with podcasts or social media.

Donkey.bas is 45 Years Old – 131 line of Glory

DONKEY.BAS shipped with early IBM PC DOS as a demo of color graphics and sound in BASICA. It was written by Microsoft co-founder Bill Gates and Neil Konzen in 1981 (version 1.10 in 1982). You only switch lanes — avoid the donkey, or BOOM. This page recreates the original CGA gameplay in JavaScript with some liberties. Original source: DONKEY.BAS · GitHub

Single log line is 49KB+ (ext4) / 110KB+ (btrfs) of systemd-journald disk writes

https://private-user-images.githubusercontent.com/147394/531625159-41d31a0c-2963-4d22-8d17-73bafa87e08b.png?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3ODY2NTM2MDQsIm5iZiI6MTc4NjY1MzMwNCwicGF0aCI6Ii8xNDczOTQvNTMxNjI1MTU5LTQxZDMxYTBjLTI5NjMtNGQyMi04ZDE3LTczYmFmYTg3ZTA4Yi5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjYwODEzJTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI2MDgxM1QyMDM1MDRaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT1hYmRkYTlhMDAzYjkyZWE0NWUwN2E0ZmM1Mjc3M2E4N2E5ODFjMDNlM2IxNjVjZTJjMWVhNWRmNjgzMDVkYjFhJlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCZyZXNwb25zZS1jb250ZW50LXR5cGU9aW1hZ2UlMkZwbmcifQ.NPr8Z44i9SkV4fVffjwpyhYposdeMtDrMduDRZYlPRs
Using journald in write mode on an XFS file system, it writes to the hard drive but is inefficient and can corrupt during unclean reboots. This shows that iotop's accuracy issue may be due to kernel mechanisms rather than journald itself being slow.

NP-overrated

NP-hard problems are often considered intractable but not impossible to solve, with many practical solutions existing. In practice, the worst-case scenarios rarely occur and can be mitigated with timeouts or heuristics.

I requested a copy of my data from McDonald’s loyalty program

https://media.wired.com/photos/6a7a380554cb34d4d120f360/16:9/w_640%2Cc_limit/undefined
The author accessed their McDonald's data after signing up for the loyalty program years ago, revealing a 515-page report detailing past transactions and predicted future purchases. The report showed an alarming level of detail about the author's habits, raising concerns about commercial surveillance and data privacy.

How do I permanently disable random Google Photos popup to backup photos? (2024)

Passkeys are the simplest and most secure way to sign in to your account. To sign in with just your fingerprint, face scan, or screen lock, create a passkey.
A 17-year-old database backup of the old 0.mk URL shortener was restored and crawled, revealing that only a small percentage of links still load. The majority of links point to non-existent pages or have been blocked by websites.

Choosing an AI model: one prompt, 11 models, different results

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Netlify has launched a partnership with OpenRouter, offering two new pieces of functionality: the AI Gateway and Agent Runners. Users can now choose from various open models for their projects, including Kimi K3, GLM 5.2, and DeepSeek V4.

How Compaction Works in Pi

https://earendil.com/static/og/posts/compaction-in-pi.png
Pi uses compaction to summarize conversation history when context limit is reached, discarding older content while preserving recent work. Compaction can be manually triggered using /compact command or automatically after a turn ends with configurable token budget.

Kubernetes on Oxide: How customer needs shaped our integrations

https://oxide-computer-js1cdbvcf-oxidecomputer.vercel.app/img/meta/og-blog.png
The author, as Oxide's first Solutions Software Engineer, aimed to build software to solve customer problems by integrating Kubernetes with Oxide.

Blog about things you don't understand yet

https://www.seangoedecke.com/og-image.jpg
The author publishes blog posts that represent at least two things they've learned, forcing them to think critically and research topics thoroughly. This process helps clarify their thoughts and leads to more effective writing.

AI agents lie, cheat and steal. That is putting off users

Chestnut – eGPU dock with open-source firmware

https://hwbusters.com/wp-content/uploads/2026/08/comma-chestnut-egpu-hero.jpg
Comma.ai's Chestnut eGPU dock allows users to read and modify its firmware, a first for the industry. The $249-$799 dock enables more powerful driving models in cars, with some versions reaching 100W of power similar to Tesla's HW4.

Text AI watermarks will always be trivial to remove

https://www.seangoedecke.com/og-image.jpg
The European Union's AI Act will require all AI outputs to be "detectable as artificially generated" starting in August 2026, with a new watermarking requirement.

Heart aerospace completes first flight of largest electric aircraft

https://www.heartaerospace.com/_next/image?url=%2Fapi%2Fmedia%2Ffile%2F20260812-3837%2520(1).jpg&w=3840&q=75
Heart Aerospace successfully flew its X1 demonstrator aircraft, a 106-foot battery-electric plane, for 27 minutes. The flight demonstrated all-electric flight at commercial airline scale and aims to lower air travel costs through electrification.

How AI text watermarking works

https://declaude.org/watermarking/og.png?v=2
A statistical mark is hidden in generated text by tilting the model's shortlist of words towards a secret key, making it survive copying and editing. The mark lives in the choices between words, not in the characters themselves.

I built a 500k-domain search engine for makers in a weekend for $10

https://alexmorleyfinch.github.io/marlin/history/v1/article/images/hero-search.png
A user built a personal search engine over a weekend, cataloging 560,000 sites for $10 and renting an overnight GPU. The engine uses a small local language model to summarize pages and has features like fuzzy matching and category filtering.

SIMD in the 90s: Programming Intel's Pentium MMX

https://pikuma.com/images/about/profile.png
Intel's MMX technology was introduced in 1997, allowing for single instruction, multiple data processing on x86 CPUs. It enabled significant speedups in multimedia software and paved the way for modern SIMD architectures like AVX-512 and GPUs with thousands of cores.

DeepSeek API Pricing Update

https://api-docs.deepseek.com/img/v4_260813_benchmark_table_en.png
V4-Pro and V4-Flash models have varying reasoning efforts for tasks, with Expert Mode available on app/web. API pricing is updated with peak and off-peak rates, offering more flexible workload scheduling options.

AI At Home Part 1: A Box Of Scraps

https://jdagostino.github.io/ai-pt1-box-o-scraps/headline_server_image.jpg
The author is building a custom AI server using old computer parts, including four GPUs and an Intel Core i9 processor, to run the Deepseek V4 Flash model. They've overcome initial challenges with booting and fan control to get the system up and running with Ubuntu 24.04.

How Organizations Use AI: Evidence from ChatGPT [pdf]

Researchers studied how organizations use generative AI, specifically ChatGPT Enterprise, by linking account records to usage data from March 2026. The study found that ChatGPT Enterprise usage has grown rapidly among large and valuable firms with high R&D and SG&A expenses.

Coin-sized device can hack a Boeing 737

https://media.wired.com/photos/6a7b869fe7d5fc6f31658f9b/master/w_2560%2Cc_limit/Security_60SecondsofAccessandThisCoin-SizedDevice-02.gif
Researchers have found a way to hack into an airplane's autopilot system by physically accessing the plane and plugging in a device that can send electrical signals to spoof commands. This technique, called "Bus Driver," could potentially cause planes to crash or divert off course.

Clamiga: Common Lisp for the Amiga

https://nnamgreb.de/static/gfx/blogs/clamiga-aos3_1.jpg
CL-Amiga, a Common Lisp implementation for the Amiga family, is built to run on m68k and PPC architectures. It has a self-contained bytecode VM with no external runtime dependencies and supports various features like object system, condition system, macros, and interactive development style.

How Gödel's Proof Works (2020)

https://www.quantamagazine.org/wp-content/uploads/2017/04/Abstractions-520x520.png
Kurt Gödel's 1931 incompleteness theorems showed that any set of axioms is either incomplete or inconsistent, proving math cannot be a complete system. This discovery has far-reaching implications in mathematics and beyond.

Launch HN: Bullet (YC S26) – A Faster Coding Agent

https://www.codewithbullet.com/assets/demo.jpg
A tool called Bullet was created to speed up agent runs by eliminating unnecessary steps and parallelizing independent tasks, saving hours of waiting time. It is now used internally at the company that developed it, which aims to help others achieve similar results.

Can I use my Outputs to train an AI model?

https://downloads.intercomcdn.com/i/o/487548/17213f6a445c8e6e874b1f4b/fad85208982e639d11b9108df895a293.png
Anthropic restricts using Outputs to train AI models without permission, citing safety and competitive concerns. Customers can use Outputs for non-competitive purposes such as generating content or analyzing data.

Shattered skeleton is first confirmed death from trebuchet

Rapid warming may tip AMOC at 2°C, slower warming may avert collapse

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Solid 2.0 RC: The Big <Reveal>

The Conceptual Reasoning Index

https://alignment.anthropic.com/2026/conceptual-reasoning-index/fig1.png
Researchers developed three conceptual reasoning benchmarks to evaluate AI models' ability to reason about complex issues, including decision theory and risks from advanced AI. The Conceptual Reasoning Index (CRI) aggregates these benchmarks to measure a model's overall conceptual reasoning capabilities.

The oldest bar in every state

https://i.insider.com/627ac64bdd983300191c7eda?width=700
The oldest bar in the US is a matter of debate, with various establishments claiming to be the oldest. The Griswold Inn in Connecticut (1776) and The Pirate's House in Georgia (1753) are among those that have been operating for centuries.

I want extern "fil-C"

The author proposes a bridge between Rust and C, Fil-C, which compiles C with capabilities and runtime checks for memory safety. This would allow existing software to be rewritten in Rust while maintaining performance on legacy code that remains safe under ordinary unsafe C.

AI Is Threatening Natural Resources for Billions

https://e4k4c4x9.delivery.rocketcdn.me/en/wp-content/uploads/sites/15/2026/06/Data-center-696x418.jpg
By 2030, AI's water use will match the needs of 1.3 billion people and its power use triples that of 650 million, according to a UN University report.

Gakutensoku

https://upload.wikimedia.org/wikipedia/commons/thumb/d/de/Gakutensokuold.jpg/250px-Gakutensokuold.jpg?utm_source=en.wikipedia.org&utm_campaign=parser&utm_content=thumbnail
Makoto Nishimura built the first robot, Gakutensoku, in Osaka in the late 1920s to celebrate nature and humanity. The robot was displayed internationally from 1928 to its disappearance in the 1930s, with a modern version now on display at the Osaka Science Museum.

Graduate student proves a quantum uncertainty principle for fractals

https://www.quantamagazine.org/wp-content/uploads/2026/08/Fractal-Uncertainty-cr-Ada-Zejun-Shen-lede-scaled.webp
A mathematician proved a new uncertainty principle that applies to fractals, which are shapes with intricate patterns. This principle shows that quantum particles cannot be trapped in fractal-like paths forever.

GoAccess – Open-source real-time log analyzer and interactive viewer

https://goaccess.io/images/goaccess-dashboard-2026-2.png
GoAccess is a fast, terminal-based log analyzer for real-time web server statistics. It detects suspicious activity and generates reports in HTML, JSON, and CSV formats.

We eliminated 1,400 CVEs in NanoClaw's container images

https://cdn.prod.website-files.com/680495205e33f0a1b96c7a98/6a7319dce7da1c3c4d7e6e71_image%20(9).png
Echo scans the NanoClaw container with multiple independent scanners to identify vulnerabilities, then separates findings into "safe to bump" and "needs real work." Echo's proprietary backporter agent applies security patches from newer versions of packages to older versions.

Show HN: MCP Memory – Fast Agent Memory Using Google's OKF and SQLite FTS5

https://opengraph.githubassets.com/67d3d1f3293a42164822fbfd740dd863381ec6688f4e7d1d547c86cbadfb1b44/fellowgeek/mcp-memory
MCP-Memory is a server for AI agents with persistent memory capabilities using the Open Knowledge Format (OKF v0.2) standard and SQLite indexing. It enables long-term memory storage, search, and retrieval across sessions with automatic setup and configuration.

JDK 27 G1/Parallel/Serial GC Changes

OpenJDK 28 is approaching with significant changes to its stop-the-world collectors, including the introduction of G1 as the default garbage collector. These updates aim to improve performance, footprint, and latency profile by addressing various issues and adding new features.

Tocharian Online

Tocharian is a closely related Indo-European language family, consisting of two distinct languages A and B, discovered in Chinese Turkestan documents along the Silk Road. Tocharian texts date back to the 6th-8th centuries AD and include translations of Buddhist texts.

How Go detects struct copies with sync.noCopy

My Rules for Using Spreadsheets

https://leancrew.com/all-this/images2026/20260731-Cubic%20sum%20spreadsheet.png
The author shares their "Don't" rule for using spreadsheets, which is to avoid them for large or complex data sets due to poor organization and errors. They explain how years of working with poorly organized Excel spreadsheets soured them on the use of spreadsheets.

US sells 30-year bonds at highest borrowing costs since 2001

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The 37signals Manager Playbook

https://basecamp.com/assets/images/opengraph/managers.png
This page is outdated and recommends using a modern browser for the best experience. The playbook provides guidance on people management, team leadership philosophies, and balancing work responsibilities for 37signals employees.

2,500-year-old sculpture discovered at UNESCO site in Turkey

https://cdn.sanity.io/images/cxgd3urn/production/d59f301de389b114aadeea038cecf0854cb693bb-1000x750.jpg?w=1200&h=900&q=85&fit=crop&auto=format
A 2,500-year-old statue was discovered in Sardis, Turkey's ancient city, providing new insights into the Lydian civilization. The statue depicts a young man holding fruit and showcases a unique blend of styles from different periods.

Time to Move On: Querying Without Nulls and Bags

https://arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png
The SQL language's success stems from its declarativeness, but it tolerates bags and nulls that hinder optimal performance. A null-free language with set semantics can avoid these issues and provide better results.

PBS loses 70 years of TV history after cloud storage vendor goes defunct

https://cdn.mos.cms.futurecdn.net/xi79WuWDZXzix4Fc7sXNMn.png
Nine PBS is facing a crisis after its cloud storage vendor, Open Source Storage (OSS), went out of business and lost access to over 50TB of data. The channel is now suing OSS and Iron Mountain, which it believes holds the data, to ensure its preservation.

Gemini 3.7 Flash

https://storage.googleapis.com/gweb-uniblog-publish-prod/images/gemini-3-7-flash__evals__perform.width-1200.format-webp.webp
Gemini 3.7 Flash is the latest model, offering substantial improvements in coding and agent tasks with a lower price point than Gemini 3.6 Flash. It delivers strong gains in debugging, issue resolution, and code accuracy across various workflows and domains.

Flock updates privacy, accountability, security, and transparency safeguards

https://cdn.prod.website-files.com/6823a65a40e8919f48f55a9d/6a7d007b414f5a757dc1f8d0_Untitled%20design.jpg
Flock is updating its ALPR data retention period to 7 days and introducing Evidence Mode for preserving specific data during active investigations. The company also strengthens oversight of system use with new features such as offense filtering, required audit assistance, proactive lockouts, and case codes.

Build a Stratum 1 PTP Grandmaster on a Budget

https://opscode.io/images/ptp-topology-router.png
A DIY project built a PTP (Precision Time Protocol) grandmaster clock using a Raspberry Pi CM4, an Intel i226 NIC, and a GPS module. The build achieved sub-microsecond synchronization accuracy over LAN and WAN networks.

Marketers are Addicted to Bad Data (2020)

https://www.jacquescorbytuech.com/themes/jacques_2026/icons/og-default.png
Many marketers are overwhelmed by data and metrics, but the reality is that most don't understand how they're collected or interpreted. This leads to poor decision-making and a lack of conviction in marketing strategies.

Mozilla says stricter antitrust measures against Google 'threaten Firefox'

https://www.techcentral.ie/wp-content/uploads/2017/03/Firefox_FF-e1786526594888.jpg
Mozilla may exit the browser market if it can't receive payments from Google for offering its search engine. This could lead to a loss of privacy-focused browsers and increased power for large tech companies.

The deep history behind the Road to Nowhere inside the Great Smoky Mountains

https://npr.brightspotcdn.com/dims4/default/d4a560b/2147483647/strip/true/crop/3024x2837+0+0/resize/880x826!/quality/90/?url=http%3A%2F%2Fnpr-brightspot.s3.amazonaws.com%2F67%2F4f%2F19944a36427cb7b2cecfc49b2f01%2Froad-to-nowhere-3-tunnel.jpg
The Road to Nowhere is a mysterious tunnel in western North Carolina with a history of displacement and environmental concerns. Locals visit the tunnel as part of their connection to ancestral lands and communities affected by the construction of Fontana Dam.

In the Shadow of the (Berlin) Wall

http://www.slowtravelberlin.com/wp-content/uploads/2014/03/Herbert-and-Sonja-Neumann.jpg
Thalia Gigerenzer meets a Treptow family, the Neumanns, who lived in Bouchéstraße during the Berlin Wall era. The street's unique layout and architecture reflect its history as a death strip between East and West Berlin.

DeepSeek up to 1000% price hike is live

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McDonald's Built a 515-Page Dossier on Me. It Says I'll Never Stop Eating There

https://media.wired.com/photos/6a7a380554cb34d4d120f360/16:9/w_640%2Cc_limit/undefined
The author accessed their McDonald's data after signing up for the loyalty program years ago, revealing a 515-page report detailing past transactions and predicted future purchases. The report showed an alarming level of detail about the author's habits, raising concerns about commercial surveillance and data privacy.

Production-ready detection and response queries for osquery

https://raw.githubusercontent.com/chainguard-dev/osquery-defense-kit/main/images/logo-small.png
OSQuery is a detection and response tool designed for production use, with queries formulated to return zero rows during normal behavior. It supports Linux, macOS, and can be extended to other platforms with new queries.

Airbnb Eval-driven development: Lessons from evaluating GenAI at scale

Airbnb teams build trustworthy Generative AI products by treating evaluation as a first-class engineering discipline, using a combination of programmatic checks, virtual judges and human evaluation to ensure quality. They emphasize the importance of continuous testing and iteration to discover failure modes and improve product quality.

What I learned securing Sniffnet with the GitHub secure open source fund

https://sniffnet.app/assets/img/post/github-secure-open-source-fund/cover.png
The author of Sniffnet has participated in the GitHub Secure Open Source Fund, a program that improves security and sustainability of open-source software. The fund provided $10k in funding, training, and mentorship to help maintainers understand security as a baseline requirement.

HN: Xenon, open source dashboard for a second screen, tablet or phone

https://xenon-app.com/images/xenon-ai-chat.png
Pull the top bar down and type the way you would say it, like "photos from december". The same index, kept current on the PC in the background, is what draws the map of a drive the moment you open it; cleanup proposes only what is on a fixed list of caches and temporary files, and what it removes goes to the Recycle Bin.

Compute-optimal is not cluster-optimal

https://szha.ai/blog/compute-optimal-is-not-cluster-optimal/fig1a-flops-budget-boundary.webp
Researchers developed MOSAIC, a workflow that optimizes model architecture and token budget for pretraining. It balances predicted loss with deliverable FLOPs to find the best configuration.